Work and Mental Health - An Analysis of Canadian Community Health Survey
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Notice bibliographique
Résumé
Workplace mental health is a major concern in Canada. The primary objective of this research is to describe the relationship between work and mental health, paying particular attention to work stressors and further explore moderators and mediators of any relationships, that might be targeted in future intervention strategies. The source of the data is the two cycles of the Canadian Community Health Survey conducted by Statistics Canada. All estimates produced from the data were weighted to represent the target Ontario population using the weights provided by Statistics Canada. Estimates of the prevalence of the mental disorders and substance dependence and mean scores of work stressors, according to different groups of workers, were calculated. To examine health care use, we treated consultation with a mental health professional, use of medication-antidepressants and utilization of any resource as dependent variables. Bivariate relationships between mental health disorders and other variables explored the correlates of mental health disorders. Logistic regression was used to examine moderators and mediators of work stressors in relation to mental health disorders by including some socio-demographic variables and behavioral variables as covariates and we also included terms of their interactions with work stressors. Since the level of work stressors varied by occupation and was likely determined in part by occupation, we did not include both variables in regression analyses. Further regressions with health care utilization as the dependent variable were conducted with work stressors and occupation as independent variables and other variables as covariates and in interaction terms for people with mental health disorders. The results of the study suggest that there is strong association between work and mental health problems. The findings regarding work stressors and occupation as predictors of mental health problems suggest that work health and safety practitioners must continue to pay attention to the psychosocial conditions of work. We also explored what factors predicted whether people consulted a mental health professional (CCHSl.l) or whether they used any resource available to deal with their problem (CCHS1.2).
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,002 | 0,005 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,000 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle